How to Overcome Confirmation Bias
The Innovators Studio with Phil McKinney
Confirmation bias is shaping your decisions right now. Not occasionally. Every day. And the unsettling part is that the smarter you are, the harder it is to see it happening. By the end of this episode you'll know exactly what confirmation bias is. How to recognize when it has taken over a room. And three specific practices that actually work. Not borrowed frameworks, but what forty years of high-stakes decisions has taught me. Let's get into it. What Is Confirmation Bias? Confirmation bias is your brain's tendency to seek out, favor, and remember information that confirms what you already...
info_outline
Why Most Organizations Aren't Funding Innovation
The Innovators Studio with Phil McKinney
Twelve official definitions for R&D. Zero agreement. The US government publishes at least a dozen distinct official definitions across agencies, accounting standards, tax authorities, and international bodies. Not one agrees with the others on where research ends and development begins. Trillions of dollars flow through R&D budgets every year. Boards approve them. Investors evaluate them. Governments subsidize them. Analysts benchmark them. And the term at the center of all of it has no settled definition. A company can gut its research investment without triggering a single alarm on...
info_outline
R&D Spending Is the Most Misleading Number in Business
The Innovators Studio with Phil McKinney
Every public company's R&D number is a lie hiding in plain sight. Not because anyone falsified it. Because the number was never built to tell the truth. It was built to satisfy an accounting standard written in 1974. And for fifty years, boards, analysts, and CEOs have been making billion-dollar innovation decisions based on a number designed by accountants to solve a different problem entirely. Here's what makes this genuinely strange. The real number exists. The government has been collecting it from every major US company for decades. It would answer the question every innovation leader...
info_outline
The Innovation Metric Bill Hewlett and Dave Packard Used
The Innovators Studio with Phil McKinney
Every public company in the technology industry measures innovation spending the same way. R&D as a percentage of revenue. Why? Because Wall Street tracks it. Boards benchmark it. CEOs get fired over it. And it tells you almost nothing about whether the spending is working. Bill Hewlett and Dave Packard knew that. From the very beginning, they measured something different. Something the rest of the industry has been ignoring for seventy years. And the proof was sitting in a paper that Chuck House pulled out and sent to me after a conversation at a Computer History Museum board meeting. By...
info_outline
The R&D Metric Mark Hurd and HP Got Wrong
The Innovators Studio with Phil McKinney
Twenty years. Nearly one thousand episodes on this show. And starting today, we're going to try something a little different this season. Season 21 is about the decisions that actually determine whether innovation lives or dies inside any organization. The real calls. Not the fluff stuff we read in academic textbooks. I want to actually put you in the rooms where these decisions are happening. What went right. What went wrong. My objective is to expose you to the patterns in innovation decisions so that you can recognize them. Recognize them in yourself, in the people you need to influence,...
info_outline
How to Build a Decision System that Protects Your Thinking
The Innovators Studio with Phil McKinney
The best decision-makers aren't better at deciding. They're better at controlling when, where, and how they decide. It took me twenty years to figure that out. Most people spend that time trying harder: more discipline, more willpower, more resolve to think clearly under pressure. It doesn't work. That's when mindjacking wins. Not through force. Through the door you left unguarded. The answer isn't trying harder. It's building systems that protect your thinking before the pressure hits. By the end of this episode, you'll have four concrete strategies for doing exactly that, and a one-page...
info_outline
How to Quit Defending Decisions You Know are Wrong
The Innovators Studio with Phil McKinney
Ron Johnson was one of the most successful retail executives in America. He'd made Target hip. He'd built the Apple Store from nothing into a retail phenomenon. So when J.C. Penney hired him as CEO in 2011, expectations were sky-high. Johnson moved fast. He killed the coupons. Eliminated the sales events. Redesigned the stores. When his team suggested testing the new pricing strategy in a few locations first, Johnson said five words that explain everything that happened next: "We didn't test at Apple." Within seventeen months, sales dropped twenty-five percent. He was fired. And here's the...
info_outline
How to Think For Yourself When Everyone Disagrees With You
The Innovators Studio with Phil McKinney
When neuroscientists scanned the brains of people going along with a group, they expected to find lying. What they found instead was something far stranger. The group wasn't changing people's answers. It was changing what they actually saw. We'll get to that study in a minute. But first, I want you to remember the last time you were in a meeting, and you knew something was wrong. The numbers didn't add up. The risk was being underestimated. And someone needed to say it. Then the most senior person in the room spoke first: "I think this is exactly what we need." Heads nodded. Finance agreed....
info_outline
Better Decisions Under Pressure
The Innovators Studio with Phil McKinney
"We need an answer by the end of the day." Ten words. And the moment you hear them, something shifts inside your chest. Your pulse ticks up. Your focus narrows. Careful thinking stops. The clock starts. You probably haven't even asked the most important question yet. Is that deadline real? Most of the urgency you feel every day is fake. Manufactured by someone who benefits from you deciding fast instead of deciding well. Most people can't tell a real deadline from a manufactured one. By the end of this, you will. Let's get into it. What Time Pressure Actually Does to Your Brain Last episode,...
info_outline
How to Beat Decision Fatigue
The Innovators Studio with Phil McKinney
A nurse in Pennsylvania had been on her feet for twelve hours. She was supposed to go home, but the unit was short-staffed, so she stayed. During that overtime, a patient was diagnosed with cancer and needed two chemotherapy doses. She administered the first, placed the second in a drawer, and headed home. She forgot about the second dose. It wasn't discovered until the next day. The patient was fine; they got the treatment in time. But think about what happened. This wasn't a careless nurse. This was a dedicated professional who stayed late to help her team. Her skills didn't fail. Her...
info_outline"We need an answer by the end of the day."
Ten words. And the moment you hear them, something shifts inside your chest. Your pulse ticks up. Your focus narrows. Careful thinking stops. The clock starts. You probably haven't even asked the most important question yet.
Is that deadline real?
Most of the urgency you feel every day is fake. Manufactured by someone who benefits from you deciding fast instead of deciding well.
Most people can't tell a real deadline from a manufactured one. By the end of this, you will.
Let's get into it.
What Time Pressure Actually Does to Your Brain
Last episode, we talked about decision fatigue. How your brain degrades over a long day. Time pressure is different. Fatigue is a slow drain. Time pressure is a switch.
When the clock is ticking, your brain stops analyzing and starts reacting. Normally, the front of your brain runs the show: careful analysis, weighing trade-offs, long-term thinking. Under time pressure, a faster, older, more emotional region takes over.
You don't feel less accurate. You feel more confident. Decades of decision science research have found that under time pressure, people's confidence in their decisions goes up while their actual accuracy goes down. You're not just thinking worse. You're thinking worse while being more sure you're right.
That false confidence makes you predictably worse at three specific things.
- Evaluating trade-offs. You lock onto whichever side your gut grabs first.
- Considering consequences beyond the immediate. Second-order thinking goes offline.
- Recognizing what you don't know. Because you feel certain, you stop looking for what you're missing.
And that's exactly what manufactured urgency is designed to exploit. This is mindjacking in its purest form. Someone engineers the pressure, your brain switches modes, and you make their decision instead of yours.
The Urgency Trap: Real vs. Manufactured
Not all time pressure is the same.
Some deadlines are real. Your tax filing date is real. The board meeting on Thursday is real. The patient who needs a decision in the next ten minutes? That's real. These deadlines exist because of actual constraints in the world, not because someone manufactured them.
A huge portion of the urgency you experience? It's engineered.
"This offer expires at midnight." Really? Will the company stop wanting your money tomorrow? "We need your decision today." Why today? What actually changes between today and Wednesday?
Manufactured urgency is one of the most effective persuasion tools ever invented. Countdown timers on websites that reset when you refresh the page. "Limited time" sales that somehow run every month. Negotiators who invent deadlines because pressure extracts concessions. Manufactured urgency is everywhere.
And it works because of what we just covered. Time pressure flips you into fast-decision mode. When someone engineers urgency, they're not just rushing you. They're changing which part of your mind makes the call.
The decisions that actually shape your career almost never show up with a countdown timer. The urgency trap pulls your attention to whatever is loudest, while the ones that matter sit quietly in the background. Until it's too late.
Five Tests for Manufactured Urgency
How do you tell the difference? I use five tests.
Test One: The Source Test. Ask yourself: who benefits from me deciding quickly? If the answer is "the person creating the deadline," that's a red flag. Real deadlines serve the situation. Fake deadlines serve the person imposing them. The car salesperson who says "this price is only good today"? That deadline serves the dealership, not you. The surgeon who says "we need to operate within the hour"? That deadline serves the patient.
Test Two: The Consequence Test. Ask: what actually happens if I wait? Not what I'm told will happen. What actually happens. "The offer expires." Does it? What would happen if you called back next week? In most cases, the offer magically reappears. Real deadlines have real, verifiable consequences. Manufactured ones have threats that evaporate on contact.
Test Three: The History Test. Has this "urgent" situation happened before? If the company has run "ending soon" promotions every month for a year, that's not urgency. That's a business model. If a colleague marks everything "urgent" in their emails, that's not urgency. That's a habit.
Test Four: The Reversibility Test. This one builds on our earlier work in the series. How reversible is this decision? If you can cancel, return, or renegotiate, urgency matters less. But if the decision is hard to reverse, like a long-term contract or a major hire, artificial urgency is especially dangerous. The less reversible the decision, the more suspicious you should be of anyone rushing you.
Test Five: The Separation Test. Remove yourself from the pressure source and check if the urgency survives. Step out of the room. Sleep on it. Call back tomorrow. Real urgency persists when you leave. Manufactured urgency dissolves.
You don't need all five to spot fake urgency. Two or three is usually enough. And once you start applying these tests, something shifts. You realize how much of the urgency in your life was never yours to begin with.
I've watched this happen with more than one friend. A cancer diagnosis. Doctors giving them a timeline. And in every case, the same thing happened. Not panic. Clarity. Every manufactured urgency in their lives just fell away. The stuff that didn't matter stopped getting their attention. The stuff that did got all of it.
They're well past the timelines their doctors gave them. The outlook is good. But the clarity never went away. They don't need the five tests. They already know which pressure is real.
Most of us won't get that kind of forced clarity. So we need tools to create it for ourselves.
When "I Need More Time" Is the Problem
Everything I just said could become a very sophisticated excuse to never decide anything.
"I need more time to think about it" is sometimes wisdom. And sometimes it's avoidance wearing wisdom's clothes. They feel identical from the inside. And that's what makes this so difficult. Recognizing avoidance in yourself is one of the hardest skills in this entire series. We spent all of Episode 10 on it because there's no quick trick for telling the two apart. If you haven't watched that one, I'd recommend going back to it.
For this episode, the key connection is this: manufactured urgency and avoidance are opposite problems that feed each other. The more you've been burned by fake deadlines, the more justified "I need more time" feels. And the more you default to delay, the more vulnerable you become when real urgency hits.
But watch for this: if you're using the Five Tests to justify delay rather than to evaluate urgency, that's avoidance borrowing the language of skepticism. The tests are meant to help you evaluate the deadline, not to give you another reason to avoid the decision.
Calibrating Speed to Stakes
So how do you calibrate between moving too fast and waiting too long? Jeff Bezos talks about one-way and two-way door decisions. I've expanded that into what I call the Stakes-Reversibility Grid. Two questions: How much does this matter? And how hard is it to undo?
Low stakes, easy to reverse. Which project management tool to try. Where to hold the offsite. What to order for lunch. Decide immediately. These are the decisions people waste hours on that deserve minutes.
High stakes, easy to reverse. A new marketing campaign. A pilot program. A hire with a 90-day probation period. Decide quickly, but build in a review date. You can course-correct, so speed matters more than perfection.
Low stakes, hard to reverse. The subscription you never cancel. The small clause in a contract nobody reads. These are sneaky. They don't feel important, so you rush. But they're hard to undo, so they accumulate.
High stakes, hard to reverse. A merger. A long-term contract. Shutting down a product line. This is where you slow down. This is where you deploy every test for manufactured urgency. This is where anyone rushing you should make you suspicious.
Most people get this backwards. They spend weeks picking a laptop and fifteen minutes reviewing an employment contract. The grid fixes that. Be fast on what doesn't matter so you have the bandwidth to be slow on what does.
From Knowing to Doing
Early in my career, I watched all of this play out in a single conversation. I was negotiating a major technology partnership. The other side's lead negotiator dropped this line: "We need a signed term sheet by Friday or we're moving to the next candidate." Friday was two days away.
I felt the shift. That tightening in my chest, that narrowing of focus. My brain immediately started racing toward "how do we make this work by Friday?" Not "should we?" Not "are these the right terms?" Just speed.
Then I caught it. Source Test: who benefits from this Friday deadline? They did. We were their preferred partner and they knew it. Consequence Test: what actually happens if we miss Friday? They go to a backup they'd already passed over once.
So I said: "We're serious about this partnership and we want to get the terms right. We'll have our response by next Wednesday."
Pause. Then: "Okay."
The deadline was never real.
That's what this skill gives you. Not the ability to stall. Not the excuse to avoid commitment. The judgment to know which pressure deserves your speed and which deserves your skepticism.
Next time you feel that tightening in your chest, that rush to decide, run two tests before you respond. The Source Test: who benefits from me deciding fast? The Consequence Test: what actually happens if I wait? You don't need all five every time. Those two alone will catch most manufactured urgency before it catches you.
That's not indecisiveness. That's intelligence.
Closing
In Episode 10, we tackled uncertainty. In Episode 11, depletion. Now you can spot manufactured urgency.
But there's a pressure harder to resist than any deadline. A room full of people who've already made up their minds, and they all disagree with you. The CEO nods. The team nods. Everyone nods. And you're sitting there thinking, "They're wrong."
What do you do with that? That's next time. Subscribe so you don't miss it.
Before You Go
You've got the Source Test and the Consequence Test. Use them this week. Then drop a comment and tell me: what's the most obvious manufactured deadline you've ever seen through? I want to hear these stories.
If mindjacking is a new concept for you, I've got a full episode that breaks down how your thinking gets hijacked, sometimes by outside forces, sometimes by yourself. Link's below.
For those who want to support the work and the team behind these episodes, you can become a paid subscriber on Substack. That link is below too.
Share this with someone who needs to hear it. We all know someone who either rushes every decision or can never pull the trigger.
I'll see you in the next one.
Sources and References:
Less deliberation time leads to higher confidence (inverse relationship): Smith, J.F., Mitchell, T.R. & Beach, L.R. (1982). "A cost-benefit mechanism for selecting problem-solving strategies." Organizational Behavior and Human Performance, 29(3), 370–396. https://www.sciencedirect.com/science/article/abs/pii/0030507382900343
Time pressure reduces processing efficiency and accuracy in decision-making: Dambacher, M. & Hübner, R. (2015). "Time pressure affects the efficiency of perceptual processing in decisions under conflict." Psychological Research, 79(1), 83–94. https://pubmed.ncbi.nlm.nih.gov/24487728/
Time pressure increases risk-taking and alters neural outcome evaluation: Lin, C.J. & Jia, H. (2023). "Time pressure affects the risk preference and outcome evaluation." International Journal of Environmental Research and Public Health, 20(4), 3205. https://pmc.ncbi.nlm.nih.gov/articles/PMC9963851/
Time pressure shifts exploration strategies and dampens uncertainty processing: Wu, C.M., et al. (2022). "Time pressure changes how people explore and respond to uncertainty." Scientific Reports, 12, 3955. https://www.nature.com/articles/s41598-022-07901-1
Comprehensive review of the speed-accuracy tradeoff: Heitz, R.P. (2014). "The speed-accuracy tradeoff: history, physiology, methodology, and behavior." Frontiers in Neuroscience, 8, 150. https://pmc.ncbi.nlm.nih.gov/articles/PMC4052662/
Stress rapidly impairs prefrontal cortex function and shifts control to subcortical structures: Arnsten, A.F.T. (2009). "Stress signalling pathways that impair prefrontal cortex structure and function." Nature Reviews Neuroscience, 10, 410–422. https://pmc.ncbi.nlm.nih.gov/articles/PMC2907136/
The amygdala's role in decision-making under emotional and time pressure: Gupta, R., et al. (2011). "The amygdala and decision-making." Neuropsychologia, 49(4), 760–766. https://pmc.ncbi.nlm.nih.gov/articles/PMC3032808/
Stress and decision-making — a neurobiological integrative model: Pabón, E., et al. (2024). "Decision-making under stress: A psychological and neurobiological integrative model." Frontiers in Behavioral Neuroscience. https://pmc.ncbi.nlm.nih.gov/articles/PMC11061251/
Jeff Bezos's Type 1 / Type 2 decision framework (2015 Letter to Shareholders): Bezos, J. (2015). Amazon Annual Report — Letter to Shareholders. https://www.sec.gov/Archives/edgar/data/1018724/000119312515144741/d895323dex991.htm
The 70% information threshold (2016 Letter to Shareholders): Bezos, J. (2016). Amazon Annual Report — Letter to Shareholders. https://ir.aboutamazon.com/annual-reports-proxies-and-shareholder-letters/default.aspx
Time pressure effects on decision-making in loss scenarios (eye-tracking): Zhou, Y-B., et al. (2024). "Time pressure effects on decision-making in intertemporal loss scenarios: an eye-tracking study." Frontiers in Psychology, 15, 1451674. https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2024.1451674/full
How time pressure in different phases affects human-AI collaboration: Cao, S., Gomez, C. & Huang, C-M. (2023). "How Time Pressure in Different Phases of Decision-Making Influences Human-AI Collaboration." Proceedings of the ACM on Human-Computer Interaction, 7(CSCW2), Article 277. https://dl.acm.org/doi/10.1145/3610068
All sources were active and validated as of February 2025.